diff --git a/are_we_there_yet/data/curated_data.yml b/are_we_there_yet/data/curated_data.yml index 06e63f7..521b95c 100644 --- a/are_we_there_yet/data/curated_data.yml +++ b/are_we_there_yet/data/curated_data.yml @@ -1600,3 +1600,23 @@ :result: 1.01% :paper_pdf_url: http://papers.nips.cc/paper/5647-binaryconnect-training-deep-neural-networks-with-binary-weights-during-propagations.pdf :additional_information: Using 50% dropout +- :dataset_name: GIFGIF + :paper_name: 'Predicting Perceived Emotions in Animated GIFs with 3D Convolutional Neural Networks' + :paper_year: '2016' + :result: 0:6652 + :paper_pdf_url: http://affect.media.mit.edu/pdfs/16.Chen-etal-ISM-full.pdf +- :dataset_name: Video Emotion Dataset + :paper_name: 'Emotion in Context: Deep Semantic Feature Fusion for Video Emotion Recognition' + :paper_year: '2016' + :result: 50.6 + :paper_pdf_url: http://www.yugangjiang.info/publication/16MM-emotion.pdf +- :dataset_name: Ekman Emotion Dataset + :paper_name: 'Emotion in Context: Deep Semantic Feature Fusion for Video Emotion Recognition' + :paper_year: '2016' + :result: 51.8 + :paper_pdf_url: http://www.yugangjiang.info/publication/16MM-emotion.pdf +- :dataset_name: NTU RGB+D + :paper_name: 'Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition' + :paper_year: '2016' + :result: 77.7 + :paper_pdf_url: https://arxiv.org/pdf/1607.07043v1.pdf diff --git a/are_we_there_yet/data/datasets.yml b/are_we_there_yet/data/datasets.yml index 8d2ba17..66950b3 100644 --- a/are_we_there_yet/data/datasets.yml +++ b/are_we_there_yet/data/datasets.yml @@ -38,6 +38,30 @@ Classification: See this interesting [comparative analysis](http://www.image-net.org/challenges/LSVRC/2012/analysis/). :figure_url: ilsvrc2012_task1.png :external_results_url: http://www.image-net.org/challenges/LSVRC/2012/results.html#t1 +- :group: Classification + :name: GIFGIF + :evaluation_units: nMSE + :description: |- + Over 6000 annotated animated GIFs with 17 emotional labels. + :figure_url: gifgif.png +- :group: Classification + :name: Video Emotion Dataset + :evaluation_units: accuracy % + :description: |- + Contains 1,101 videos from YouTube and Flickr with an average duration of 107 seconds. It is manfully annotated into 8 basic emotion categories according to the Plutchik’s wheel of Emotions, including "anger", "anticipation", "disgust", "fear", "sadness", "joy", "surprise" and "trust". + :figure_url: video-emotion-dataset.png +- :group: Classification + :name: Ekman Emotion Dataset + :evaluation_units: accuracy % + :description: |- + Contains 1,637 videos labeled into Ekman’s 6 basic emotions (joy, sadness, anger, fear, disgust, surprise) by 10 volunteers with a minimum number of 221 videos per category. + :figure_url: ekman-emotion-video.png +- :group: Classification + :name: NTU RGB+D + :evaluation_units: accuracy % + :description: |- + This dataset consists of 56,880 action samples containing 4 different modalities (RGB videos, depth map sequences, 3D skeletal data, infrared videos) of data for each sample and [60 classes of actions](https://github.com/shahroudy/NTURGB-D). + :figure_url: ntu-rgbd.png Detection: - :group: Detection :name: Pascal VOC 2007 comp3 diff --git a/are_we_there_yet/source/images/ekman-emotion-video.png b/are_we_there_yet/source/images/ekman-emotion-video.png new file mode 100644 index 0000000..cae6942 Binary files /dev/null and b/are_we_there_yet/source/images/ekman-emotion-video.png differ diff --git a/are_we_there_yet/source/images/gifgif.png b/are_we_there_yet/source/images/gifgif.png new file mode 100644 index 0000000..095659c Binary files /dev/null and b/are_we_there_yet/source/images/gifgif.png differ diff --git a/are_we_there_yet/source/images/ntu-rgbd.png b/are_we_there_yet/source/images/ntu-rgbd.png new file mode 100644 index 0000000..0fdec00 Binary files /dev/null and b/are_we_there_yet/source/images/ntu-rgbd.png differ diff --git a/are_we_there_yet/source/images/video-emotion-dataset.png b/are_we_there_yet/source/images/video-emotion-dataset.png new file mode 100644 index 0000000..676893f Binary files /dev/null and b/are_we_there_yet/source/images/video-emotion-dataset.png differ